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This report reflects on different approaches to developing capacity for the use of evidence in policy making, as used by the VakaYiko programme in countries across Africa, Asia and Latin America. It explores, in turn, different approaches at the individual, organizational and systems level, summarizing the range of methods used, and sharing examples from the programme and key lessons learned.